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🔢 Mathematical Foundations

Linear algebra, calculus, probability, statistics and optimisation — the maths behind ML

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Fundamentals of Orbit Determination
📚 External: Coursera Course ↗
Self-paced
Mathematical Foundations
Fundamentals of Orbit Determination
Coursera Intermediate Opens on External: Coursera ↗
 Physics 102  - Magnetic Fields and Faraday's Law
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Self-paced
Mathematical Foundations
Physics 102 - Magnetic Fields and Faraday's Law
Coursera Beginner Opens on External: Coursera ↗
Bayesian Statistics: Capstone Project
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Self-paced
Mathematical Foundations
Bayesian Statistics: Capstone Project
Coursera Intermediate Opens on External: Coursera ↗
Machine Learning Algorithms: Supervised Learning Tip to Tail
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Self-paced
Mathematical Foundations
Machine Learning Algorithms: Supervised Learning Tip to Tail
Coursera Intermediate Opens on External: Coursera ↗
Supply Chain Network Optimization Using MILP on RStudio
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Self-paced
Mathematical Foundations
Supply Chain Network Optimization Using MILP on RStudio
Coursera Advanced Opens on External: Coursera ↗
RStudio for Six Sigma - Hypothesis Testing
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Self-paced
Mathematical Foundations
RStudio for Six Sigma - Hypothesis Testing
Coursera Beginner Opens on External: Coursera ↗
Using probability distributions for real world problems in R
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Self-paced
Mathematical Foundations
Using probability distributions for real world problems in R
Coursera Intermediate Opens on External: Coursera ↗
Information Theory
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Self-paced
Mathematical Foundations
Information Theory
Coursera Intermediate Opens on External: Coursera ↗
Multiple Regression Analysis in Public Health
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Self-paced
Mathematical Foundations
Multiple Regression Analysis in Public Health
Coursera Beginner Opens on External: Coursera ↗
Beyond basics: Advanced Data Analysis with Python
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Self-paced
Mathematical Foundations
Beyond basics: Advanced Data Analysis with Python
Coursera Beginner Opens on External: Coursera ↗
Probability and Statistics
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Self-paced
Mathematical Foundations
Probability and Statistics
Coursera Intermediate Opens on External: Coursera ↗
Optimize PyTorch: Build and Accelerate Layers
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Self-paced
Mathematical Foundations
Optimize PyTorch: Build and Accelerate Layers
Coursera Advanced Opens on External: Coursera ↗
Research Instruments and Research Hypotheses
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Self-paced
Mathematical Foundations
Research Instruments and Research Hypotheses
Coursera Advanced Opens on External: Coursera ↗
Probability Foundations for Data Science and AI
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Self-paced
Mathematical Foundations
Probability Foundations for Data Science and AI
Coursera Advanced Opens on External: Coursera ↗
Linear Algebra: Linear Systems and Matrix Equations
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Self-paced
Mathematical Foundations
Linear Algebra: Linear Systems and Matrix Equations
Coursera Advanced Opens on External: Coursera ↗
Introduction to Statistics & Data Analysis in Public Health
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Self-paced
Mathematical Foundations
Introduction to Statistics & Data Analysis in Public Health
Coursera Beginner Opens on External: Coursera ↗
Calculus through Data & Modelling: Techniques of Integration
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Self-paced
Mathematical Foundations
Calculus through Data & Modelling: Techniques of Integration
Coursera Intermediate Opens on External: Coursera ↗
Analyze Financial Data Using Advanced Techniques
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Self-paced
Mathematical Foundations
Analyze Financial Data Using Advanced Techniques
Coursera Advanced Opens on External: Coursera ↗
Building Statistical Models in R: Linear Regression
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Self-paced
Mathematical Foundations
Building Statistical Models in R: Linear Regression
Coursera Beginner Opens on External: Coursera ↗
Matrix Calculus for Data Science & Machine Learning
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Self-paced
Mathematical Foundations
Matrix Calculus for Data Science & Machine Learning
Coursera Intermediate Opens on External: Coursera ↗
Probability & Statistics for Machine Learning & Data Science
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Self-paced
Mathematical Foundations
Probability & Statistics for Machine Learning & Data Science
Coursera Beginner Opens on External: Coursera ↗
Grande Distribution et RSE : Comprendre et Agir
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Self-paced
Mathematical Foundations
Grande Distribution et RSE : Comprendre et Agir
Coursera Intermediate Opens on External: Coursera ↗
Statistical Estimation for Data Science and AI
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Self-paced
Mathematical Foundations
Statistical Estimation for Data Science and AI
Coursera Beginner Opens on External: Coursera ↗
Master Trading with Indicators & Chart Patterns
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Self-paced
Mathematical Foundations
Master Trading with Indicators & Chart Patterns
Coursera Advanced Opens on External: Coursera ↗
Reasoning Under Uncertainty
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Self-paced
Mathematical Foundations
Reasoning Under Uncertainty
Coursera Beginner Opens on External: Coursera ↗
Introduction to Linear Algebra
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Self-paced
Mathematical Foundations
Introduction to Linear Algebra
Coursera Beginner Opens on External: Coursera ↗
Doğrusal Cebir II: Kare Matrisler, Hesaplama Yöntemleri ve Uygulamalar / Linear Algebra II: Square Matrices, Calculation Methods and Applications
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Self-paced
Mathematical Foundations
Doğrusal Cebir II: Kare Matrisler, Hesaplama Yöntemleri ve Uygulamalar / Linear Algebra II: Square Matrices, Calculation Methods and Applications
Coursera Intermediate Opens on External: Coursera ↗
Intermediate C# Concepts and 2D Game Development
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Self-paced
Mathematical Foundations
Intermediate C# Concepts and 2D Game Development
Coursera Intermediate Opens on External: Coursera ↗
Advanced Applications of CDO in Enterprise Security Admin
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Self-paced
Mathematical Foundations
Advanced Applications of CDO in Enterprise Security Admin
Coursera Advanced Opens on External: Coursera ↗
Advanced Manufacturing Enterprise
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Self-paced
Mathematical Foundations
Advanced Manufacturing Enterprise
Coursera Beginner Opens on External: Coursera ↗
Operating Systems Fundamentals
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Self-paced
Mathematical Foundations
Operating Systems Fundamentals
Coursera Beginner Opens on External: Coursera ↗
Scikit-Learn For Machine Learning Classification Problems
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Self-paced
Mathematical Foundations
Scikit-Learn For Machine Learning Classification Problems
Coursera Intermediate Opens on External: Coursera ↗
Concreting Practices
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Self-paced
Mathematical Foundations
Concreting Practices
Coursera Intermediate Opens on External: Coursera ↗
Data Science Fundamentals Part 2: Unit 2
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Self-paced
Mathematical Foundations
Data Science Fundamentals Part 2: Unit 2
Coursera Beginner Opens on External: Coursera ↗
Supply Chain of Agriculture
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Self-paced
Mathematical Foundations
Supply Chain of Agriculture
Coursera Beginner Opens on External: Coursera ↗
Introduction to NLP and Syntactic Processing
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Self-paced
Mathematical Foundations
Introduction to NLP and Syntactic Processing
Coursera Intermediate Opens on External: Coursera ↗
Statistics with Python Using NumPy, Pandas, and SciPy
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Self-paced
Mathematical Foundations
Statistics with Python Using NumPy, Pandas, and SciPy
Coursera Beginner Opens on External: Coursera ↗
Data for Machine Learning
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Self-paced
Mathematical Foundations
Data for Machine Learning
Coursera Beginner Opens on External: Coursera ↗
Practical Quantum Computing with IBM Qiskit for Beginners
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Self-paced
Mathematical Foundations
Practical Quantum Computing with IBM Qiskit for Beginners
Coursera Beginner Opens on External: Coursera ↗
Unity Shader Programming: Create & Optimize
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Self-paced
Mathematical Foundations
Unity Shader Programming: Create & Optimize
Coursera Advanced Opens on External: Coursera ↗
Optimize Growth: Map and Evaluate ROI
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Self-paced
Mathematical Foundations
Optimize Growth: Map and Evaluate ROI
Coursera Intermediate Opens on External: Coursera ↗
Matrix Algebra for Engineers
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Self-paced
Mathematical Foundations
Matrix Algebra for Engineers
Coursera Beginner Opens on External: Coursera ↗
La Philanthropie : Comprendre et Agir
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Self-paced
Mathematical Foundations
La Philanthropie : Comprendre et Agir
Coursera Beginner Opens on External: Coursera ↗
Scikit-Learn to Solve Regression Machine Learning Problems
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Self-paced
Mathematical Foundations
Scikit-Learn to Solve Regression Machine Learning Problems
Coursera Intermediate Opens on External: Coursera ↗
Building Idiomatic Rust with Traits and Collections
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Self-paced
Mathematical Foundations
Building Idiomatic Rust with Traits and Collections
Coursera Intermediate Opens on External: Coursera ↗
Creating Features for Time Series Data
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Self-paced
Mathematical Foundations
Creating Features for Time Series Data
Coursera Intermediate Opens on External: Coursera ↗
The fundamentals of hotel distribution
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Self-paced
Mathematical Foundations
The fundamentals of hotel distribution
Coursera Beginner Opens on External: Coursera ↗
Six Sigma Tools for Analyze
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Self-paced
Mathematical Foundations
Six Sigma Tools for Analyze
Coursera Beginner Opens on External: Coursera ↗